Early undergraduate research project analyzing 2016 Allentown police crime data using Excel‑based methods prior to formal training in R, Python, and SAS. Preserved as a foundational exploration of crime patterns, descriptive statistics, and data cleaning workflows completed during initial development of analytical skills. Conducted in 2016..
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Updated
Sep 9, 2026